TABLE V. Accuracies (%) of DDTL Models With Single Source Domain.
| Source Domain | Caltech256 | Amazon | Webcam | Dslr | Chest X-Ray |
|---|---|---|---|---|---|
| SLA (Raw-Image) |
|
|
|
|
|
| SLA (Segmented-Image) |
|
|
|
|
|
| DFF (Raw-Image) |
|
|
|
|
|
| DFF (Segmented-Image) |
|
|
|
|
|
| Conventional TL Models | |||||
| Fine-tuned Alexnet (Raw-Image) |
|
|
|
|
|
| Fine-tuned Alexnet (Segmented-Image) |
|
|
|
|
|
| Fine-tuned Resnet (Raw-Image) |
|
|
|
|
|
| Fine-tuned Resnet (Segmented-Image) |
|
|
|
|
|